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They do not address multi-path streaming scenarios, where more than one network path is allocated to the application.
In such situations, a node must be removed from the collection of workstations forming the "virtual parallel machine" allocated to the application, and data redistributed accordingly.
Even if the peak amount of demanded resources is allocated to the application, still some resources of physical machine may be underutilized.
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In order to meet the QoS in this study, the resources were allocated to the applications according to the application priorities.
The developed framework is able to achieve the optimized performance by judiciously allocating to the applications a proper mixture of different types of application request as well as an appropriate number of requests in each type.
However, in order to preserve data integrity and data confidentiality, the reengineering process must guarantee that different tenants allocated to the same application instance cannot access one another's data, including both persistent values stored in databases and transient values created during calculations.
During this procedure, the IP address is allocated to the UE from PGW‐C application through the mobile controller for future data transfers.
As described previously in "Overview" section, RAP relies on a WAM performance model to predict applications' SLOs given applications' workloads scenarios and resources allocated to the tiers.
The cross-layer resource allocation problem was formulated as a utility-based resource allocation problem in [19], where the utility function is used to define the relationship between resource allocated to application and the satisfaction brought by this application.
The resources are allocated to multimedia applications under the coordination of three layers to meet the end-to-end requirements.
The proposed budget allocation policy dynamically expands or shrinks the amount of bandwidth allocated to different applications over time based on the usage behavior of the applications.
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